A First Runtime Analysis of the NSGA-II on a Multimodal Problem

Self-Adjusting Evolutionary Algorithms for Multimodal Optimization

(2022) Amirhossein Rajabi et al.   ALGORITHMICA

Does Comma Selection Help to Cope with Local Optima?

(2022) Benjamin Doerr   ALGORITHMICA

Fast Mutation in Crossover-Based Algorithms

(2022) Denis Antipov et al.   ALGORITHMICA

Evolutionary algorithms and submodular functions: benefits of heavy-tailed mutations

(2021) Francesco Quinzan et al.   Natural Computing

Escaping Local Optima Using Crossover With Emergent Diversity

(2018) Duc-Cuong Dang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Design and analysis of diversity-based parent selection schemes for speeding up evolutionary multi-objective optimisation

(2018) Edgar Covantes Osuna et al.   THEORETICAL COMPUTER SCIENCE

A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms

(2016) Yuan-Long Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Population size matters: Rigorous runtime results for maximizing the hypervolume indicator

(2015) Anh Quang Nguyen et al.   THEORETICAL COMPUTER SCIENCE

An analysis on recombination in multi-objective evolutionary optimization

(2013) Chao Qian et al.   ARTIFICIAL INTELLIGENCE

Multiobjective evolutionary algorithms: A survey of the state of the art

(2011) Aimin Zhou et al.   Swarm and Evolutionary Computation